Skip to content

Raidin/ship-detection-in-satellite-imagery

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

49 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Ship Detection In Satellite Imagery

ENVIRONMENTS

  • Ubuntu 16.04 LTS
  • TensorFlow 1.12.0
  • Keras 2.2.4
  • Python 2.7
  • CUDA 8.0
  • cuDNN 6.0

PYTHON LIBRARY

  • image==1.5.27
  • matplotlib==2.2.3
  • numpy==1.15.4
  • opencv-python==4.0.0.21
  • Pillow==5.4.1
  • scikit-learn==0.20.2
  • tqdm==4.29.0

DATASET

DIRECTORY STRUCTURE

|--- [Project Directory]
|--- [data]
|--- [exmaples]
        |--- [ImageDataGenerator]
|--- [script]
|--- [src]
|--- [work]
        |--- [Job Name(as Network Model Name)]
                |--- [model]
                |--- [output]

SCRIPT DETAILS

  • generation_model.py :: Generating Network Model
  • get_data_info.py :: ship detection dataset [json] file read and information display
  • test.py :: shipe detection test script
  • train.py :: shipe detection train script

About

Ship detection in satellite imagery

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published